CMSC 691


Knowledge-powered NeuroSymbolic AI for Explainability, Interpretability, and Safety
  • Additional Useful Readings

    By Manas Gaur
    Neuro-Symbolic Artificial Intelligence: The State of the Art (By Hitzler and Saker): The book is an edited version of review papers from experts in Neurosymbolic AI covering graph neural networks, logics, planning, and natural language processing. [Read More]
  • Syllabus

    By Manas Gaur
    Class Timings and Room Tuesdays and Thursdays: 10:00 AM to 11:15 AM Eastern Time Room 237, ITE Building [Read More]
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  • The Hook

    By Manas Gaur
    Imagine a world where AI not only understands human knowledge but seamlessly integrates it to solve complex problems in healthcare, crisis response, and beyond. This book explores the groundbreaking realm of Neurosymbolic AI, where cutting-edge infusion techniques and interdisciplinary insights pave the way for smarter, safer, and more transparent artificial... [Read More]
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  • Why Study Knowledge-infused Learning?

    By Manas Gaur
    The blackbox nature of statistical and generative AI has gained significant attention, but it requires greater explainability and safety, especially in critical fields like health, mental health and wellbeing, and crisis management. This course introduces techniques, systems, and measures for Neurosymbolic AI, leveraging knowledge in graphs and guidelines to enable... [Read More]